Achieve Technological Advancements in Applied Science and Engineering Using Efficient Experiments That Consume the Least Amount of ResourcesWritten by longtime experimental design guru Thomas B. Barker and experimental development/Six Sigma expert Andrew Milivojevich, Quality by Experimental Design, Fourth Edition shows how to design and analyze ex

part |2 pages

Section I: The Philosophy of Experimentation

chapter 1|10 pages

Why Design Experiments?

chapter 2|16 pages

Organizing the Experiment

chapter 3|22 pages

The Neglected Response Variable

part |2 pages

Section II Statistical Experimental Design

chapter 5|46 pages

Fractional Factorials at Two Levels

chapter 6|26 pages

Multilevel Designs

chapter 7|16 pages

Three-Level Designs

chapter 8|16 pages

Blocking in Factorial Designs

chapter 9|12 pages

Randomized Block and Latin Square

chapter 10|6 pages

Nested Designs

chapter 11|14 pages

Evolutionary Operation

part |2 pages

Section III Sorting the Signal from the Noise

chapter 12|36 pages

Simple Analysis

chapter 13|60 pages

Analysis of Means by Using the Variance

chapter 15|10 pages

Matrix Algebra

chapter 16|18 pages

Least Squares Analysis

chapter 17|24 pages

Putting ANOVA and Least Squares to Work

chapter 18|56 pages

ANOVA for Blocked and Nested Designs

part |2 pages

Section IV: The Derivation of Empirical Equations from Statistically Designed Experiments

part |2 pages

Section V Utilization of Empirical Equations

chapter 20|40 pages

Robust Design

chapter 21|26 pages

Monte Carlo Simulation and Tolerance Design

part |2 pages

Section VI: Special Topics in Experimental Design Mixture Experiments

chapter 23|22 pages

Introduction to Mixture Experiments

chapter 24|34 pages

Simplex Lattice Design

chapter 25|26 pages

The Simplex Centroid Design

chapter 26|14 pages

Constrained Mixtures

chapter 27|22 pages

Statistical Tables and Graphs